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1
- Introduction
2
- Agenda
3
- Introduction to Feature Engineering
4
- Feature Engineering in Machine Engineering
5
- Goal of Feature Engineering
6
- Feature Engineering is an art
7
- Process of Feature Engineering
8
- Feature Engineering Techniques
9
- Correlation Matrix
10
- Underfitting and Fitting
11
- Practical Demonstration using Python
12
- Summary
Description:
Dive into a comprehensive video course on Feature Engineering, exploring its crucial role in optimizing machine learning models. Learn how to identify impactful parameters, create high-quality features, and master the art of feature engineering. Discover various techniques, understand correlation matrices, and explore underfitting and overfitting concepts. Gain practical experience through a hands-on Python demonstration, equipping you with essential skills for data analysts, scientists, and machine learning engineers.

Feature Engineering

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